Vector Database Search - Hierarchical Navigable Small Worlds (HNSW) Explained
In this video, we explore how the hierarchical navigable small worlds (HNSW) algorithm works when we want to index vector databases, and how it can speed up the process of finding the most similar vectors in a database to a given query.
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Contents
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00:00 - Intro
00:17 - Vector database and search
01:42 - Navigable small worlds
03:29 - Skip linked lists
04:49 - Hierarchical Navigable Small Worlds
06:47 - HNSW Search Speed
07:49 - Outro
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